{"id":"https://openalex.org/W2946390442","doi":"https://doi.org/10.1007/978-3-030-16657-1_47","title":"Boosting Convolutional Neural Networks Performance Based on FPGA Accelerator","display_name":"Boosting Convolutional Neural Networks Performance Based on FPGA Accelerator","publication_year":2019,"publication_date":"2019-04-11","ids":{"openalex":"https://openalex.org/W2946390442","doi":"https://doi.org/10.1007/978-3-030-16657-1_47","mag":"2946390442"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-16657-1_47","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-16657-1_47","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://eprints.qut.edu.au/129243/1/%23123.ISDA.Boosting%20Convolutional%20Neural%20Networks%20Performance%20based%20on%20FPGA%20Accelerator.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008534489","display_name":"Omran Al-Shamma","orcid":"https://orcid.org/0000-0001-5930-6176"},"institutions":[{"id":"https://openalex.org/I4210119257","display_name":"University of Information Technology and Communications","ror":"https://ror.org/028h0pd91","country_code":"IQ","type":"education","lineage":["https://openalex.org/I4210119257"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Omran Al-Shamma","raw_affiliation_strings":["University of Information Technology and Communications, Baghdad, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Information Technology and Communications, Baghdad, Iraq","institution_ids":["https://openalex.org/I4210119257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090966997","display_name":"Mohammed A. Fadhel","orcid":"https://orcid.org/0000-0001-9877-049X"},"institutions":[{"id":"https://openalex.org/I4210119257","display_name":"University of Information Technology and Communications","ror":"https://ror.org/028h0pd91","country_code":"IQ","type":"education","lineage":["https://openalex.org/I4210119257"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Mohammed Abdulraheem Fadhel","raw_affiliation_strings":["University of Information Technology and Communications, Baghdad, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Information Technology and Communications, Baghdad, Iraq","institution_ids":["https://openalex.org/I4210119257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059877298","display_name":"Rabab Alaa Hameed","orcid":"https://orcid.org/0000-0002-8847-677X"},"institutions":[{"id":"https://openalex.org/I135120706","display_name":"University of Baghdad","ror":"https://ror.org/007f1da21","country_code":"IQ","type":"education","lineage":["https://openalex.org/I135120706"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Rabab Alaa Hameed","raw_affiliation_strings":["University of Baghdad, Baghdad, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Baghdad, Baghdad, Iraq","institution_ids":["https://openalex.org/I135120706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102889969","display_name":"Laith Alzubaidi","orcid":"https://orcid.org/0000-0002-7296-5413"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]},{"id":"https://openalex.org/I4210119257","display_name":"University of Information Technology and Communications","ror":"https://ror.org/028h0pd91","country_code":"IQ","type":"education","lineage":["https://openalex.org/I4210119257"]}],"countries":["AU","IQ"],"is_corresponding":false,"raw_author_name":"Laith Alzubaidi","raw_affiliation_strings":["Faculty of Science and Engineering, Queensland University of Technology, Brisbane, Australia","University of Information Technology and Communications, Baghdad, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Science and Engineering, Queensland University of Technology, Brisbane, Australia","institution_ids":["https://openalex.org/I160993911"]},{"raw_affiliation_string":"University of Information Technology and Communications, Baghdad, Iraq","institution_ids":["https://openalex.org/I4210119257"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101979224","display_name":"Jinglan Zhang","orcid":"https://orcid.org/0000-0001-6459-2963"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jinglan Zhang","raw_affiliation_strings":["Faculty of Science and Engineering, Queensland University of Technology, Brisbane, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Science and Engineering, Queensland University of Technology, Brisbane, Australia","institution_ids":["https://openalex.org/I160993911"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.061,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":{"value":0.97408696,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"509","last_page":"517"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.8784372806549072},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.8667142391204834},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8322536945343018},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.6028986573219299},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.556721568107605},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4930832087993622},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44449272751808167},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.38496407866477966},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3569951057434082},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.34394681453704834},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.32422390580177307},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.16150972247123718}],"concepts":[{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.8784372806549072},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8667142391204834},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8322536945343018},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6028986573219299},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.556721568107605},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4930832087993622},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44449272751808167},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.38496407866477966},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3569951057434082},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.34394681453704834},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.32422390580177307},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.16150972247123718}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-16657-1_47","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-16657-1_47","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},{"id":"pmh:oai:eprints.qut.edu.au:129243","is_oa":true,"landing_page_url":"https://rdcu.be/dkIK6","pdf_url":"https://eprints.qut.edu.au/129243/1/%23123.ISDA.Boosting%20Convolutional%20Neural%20Networks%20Performance%20based%20on%20FPGA%20Accelerator.pdf","source":{"id":"https://openalex.org/S4306402607","display_name":"QUT ePrints (Queensland University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I160993911","host_organization_name":"Queensland University of Technology","host_organization_lineage":["https://openalex.org/I160993911"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Intelligent Systems Design and Applications: 18th International Conference on Intelligent Systems Design and Applications (ISDA 2018), Volume 1 (Advances in Intelligent Systems and Computing, Volume 940)","raw_type":"Chapter in Book, Report or Conference volume"}],"best_oa_location":{"id":"pmh:oai:eprints.qut.edu.au:129243","is_oa":true,"landing_page_url":"https://rdcu.be/dkIK6","pdf_url":"https://eprints.qut.edu.au/129243/1/%23123.ISDA.Boosting%20Convolutional%20Neural%20Networks%20Performance%20based%20on%20FPGA%20Accelerator.pdf","source":{"id":"https://openalex.org/S4306402607","display_name":"QUT ePrints (Queensland University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I160993911","host_organization_name":"Queensland University of Technology","host_organization_lineage":["https://openalex.org/I160993911"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Intelligent Systems Design and Applications: 18th International Conference on Intelligent Systems Design and Applications (ISDA 2018), Volume 1 (Advances in Intelligent Systems and Computing, Volume 940)","raw_type":"Chapter in Book, Report or Conference volume"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.7099999785423279,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2946390442.pdf","grobid_xml":"https://content.openalex.org/works/W2946390442.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1005811612","https://openalex.org/W1686810756","https://openalex.org/W1841592590","https://openalex.org/W1903029394","https://openalex.org/W1935978687","https://openalex.org/W1963882359","https://openalex.org/W2016053056","https://openalex.org/W2094756095","https://openalex.org/W2253429366","https://openalex.org/W2272300165","https://openalex.org/W2276486856","https://openalex.org/W2289252105","https://openalex.org/W2294282016","https://openalex.org/W2300242332","https://openalex.org/W2406293284","https://openalex.org/W2425121537","https://openalex.org/W2508602506","https://openalex.org/W2518281301","https://openalex.org/W2525740295","https://openalex.org/W2919115771","https://openalex.org/W2950656546","https://openalex.org/W3176868065","https://openalex.org/W6638783484","https://openalex.org/W6640289440","https://openalex.org/W6713184358"],"related_works":["https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W4225949190","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3167935049","https://openalex.org/W3103566983","https://openalex.org/W3029198973","https://openalex.org/W1967938402"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
